Multivariate Functional Linear Discriminant Analysis for the Classification of Short Time Series with Missing Databy…
On Generalization Bounds for Deep Compound Gaussian Neural Networksby Carter Lyons, Raghu G. Raj, Margaret…
SPRINQL: Sub-optimal Demonstrations driven Offline Imitation Learningby Huy Hoang, Tien Mai, Pradeep VarakanthamFirst submitted to…
On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of…
Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to…
Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomyby Liyan Xu, Zhenlin Su,…
SGD with Clipping is Secretly Estimating the Median Gradientby Fabian Schaipp, Guillaume Garrigos, Umut Simsekli,…
PromptKD: Distilling Student-Friendly Knowledge for Generative Language Models via Prompt Tuningby Gyeongman Kim, Doohyuk Jang,…
Instruction-tuned Language Models are Better Knowledge Learnersby Zhengbao Jiang, Zhiqing Sun, Weijia Shi, Pedro Rodriguez,…
CCFC++: Enhancing Federated Clustering through Feature Decorrelationby Jie Yan, Jing Liu, Yi-Zi Ning, Zhong-Yuan ZhangFirst…